Biogeochemistry Section 1ΒΆ

import holoviews as hv
import panel as pn
import xarray as xr
from IPython.display import Markdown as md

from plotting import plot_comparison, plot_interactive

pn.extension()
hv.extension('bokeh')
ds = xr.open_zarr('cached_output/averages_year_081_100.zarr')

Phosphate (PO4)ΒΆ

plot_comparison(ds, 'b1850.f19_g17.validation_mct.002', 'PO4')
/glade/work/mgrover/miniconda3/envs/cesm-collections-dev/lib/python3.9/site-packages/numba/np/ufunc/parallel.py:365: NumbaWarning: The TBB threading layer requires TBB version 2019.5 or later i.e., TBB_INTERFACE_VERSION >= 11005. Found TBB_INTERFACE_VERSION = 6103. The TBB threading layer is disabled.
  warnings.warn(problem)
plot_comparison(ds, 'b1850.f19_g17.validation_nuopc.004', 'PO4')

Vertical Integral of Diatom C Fixation (photoC_diat_zint)ΒΆ

plot_comparison(ds, 'b1850.f19_g17.validation_mct.002', 'photoC_diat_zint')
plot_comparison(ds, 'b1850.f19_g17.validation_nuopc.004', 'photoC_diat_zint')

Vertical Integral of Diazotroph C Fixation (photoC_diaz_zint)ΒΆ

plot_comparison(ds, 'b1850.f19_g17.validation_mct.002', 'photoC_diaz_zint', first_case=True)
plot_comparison(ds, 'b1850.f19_g17.validation_nuopc.004', 'photoC_diaz_zint')